Propagation of chaos and residual dependence in Gibbs measures on finite sets

Jonas Jalowy, Zakhar Kabluchko, Matthias Löwe

We compare a mean-field Gibbs distribution on a finite state space on $N$ spins to that of an explicit simple mixture of product measures. This illustrates the situation beyond the…